Deep learning approaches to multimodal MRI brain age estimation

Deep learning approaches to multimodal MRI brain age estimation

<p>Brain ageing remains an intricate, multifaceted process, marked not just by chronological time but by a myriad of structural, functional, and microstructural changes that often lead to discrepancies between actual age and the age inferred from neuroimaging. Machine learning methods, and esp...

Detaylı Bibliyografya
Yazar:	Roibu, A-C
Diğer Yazarlar:	Griffanti, L
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	2023
Konular:	AI Neuroscience Neuroimaging Deep learning (machine learning)

Benzer Materyaller

Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review
Yazar:: Yutong Wu, ve diğerleri
Baskı/Yayın Bilgisi: (2024-08-01)

Machine Learning in Acute Stroke Neuroimaging. A Systematic Literature Review
Yazar:: D. Matuliauskas, ve diğerleri
Baskı/Yayın Bilgisi: (2023-10-01)

Improving Individual Brain Age Prediction Using an Ensemble Deep Learning Framework
Yazar:: Chen-Yuan Kuo, ve diğerleri
Baskı/Yayın Bilgisi: (2021-03-01)

Investigating the role of inhibition in human motor learning
Yazar:: Grigoras, IF
Baskı/Yayın Bilgisi: (2022)

Artificial intelligence for diffusion MRI-based tissue microstructure estimation in the human brain: an overview
Yazar:: Abrar Faiyaz, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

A deep learning MRI approach outperforms other biomarkers of prodromal Alzheimer’s disease
Yazar:: Xinyang Feng, ve diğerleri
Baskı/Yayın Bilgisi: (2022-03-01)

Benchmarking explanation methods for mental state decoding with deep learning models
Yazar:: Armin W. Thomas, ve diğerleri
Baskı/Yayın Bilgisi: (2023-06-01)

Editorial: Deep learning in neuroimaging-based neurological disease analysis
Yazar:: Xiaoxiao Li, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Developing neuroimaging biomarkers for neurodegeneration and ageing using machine learning methods
Yazar:: Arya, Z
Baskı/Yayın Bilgisi: (2019)

DeePay: deep learning decodes EEG to predict consumer’s willingness to pay for neuromarketing
Yazar:: Adam Hakim, ve diğerleri
Baskı/Yayın Bilgisi: (2023-06-01)

Editorial: Machine and deep-learning for computational neuroscience
Yazar:: Gaurav Dhiman, ve diğerleri
Baskı/Yayın Bilgisi: (2023-07-01)

Deep neural network heatmaps capture Alzheimer’s disease patterns reported in a large meta-analysis of neuroimaging studies
Yazar:: Di Wang, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

Increased MRI-based Brain Age in chronic migraine patients
Yazar:: Rafael Navarro-González, ve diğerleri
Baskı/Yayın Bilgisi: (2023-10-01)

Neuroimaging data repositories and AI-driven healthcare—Global aspirations vs. ethical considerations in machine learning models of neurological disease
Yazar:: Christine Lock, ve diğerleri
Baskı/Yayın Bilgisi: (2024-02-01)

Editorial: Machine Learning for Quantitative Neuroimaging Analysis
Yazar:: Yuankai Huo, ve diğerleri
Baskı/Yayın Bilgisi: (2022-05-01)

A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
Yazar:: Xuanyi Li, ve diğerleri
Baskı/Yayın Bilgisi: (2023-11-01)

Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations
Yazar:: Constantinos Halkiopoulos, ve diğerleri
Baskı/Yayın Bilgisi: (2025-02-01)

Low-Rank Tensor Fusion for Enhanced Deep Learning-Based Multimodal Brain Age Estimation
Yazar:: Xia Liu, ve diğerleri
Baskı/Yayın Bilgisi: (2024-12-01)

Investigating the functional organisation of human visual cortex using ultra-high resolution fMRI
Yazar:: Finnegan, S
Baskı/Yayın Bilgisi: (2016)

MRI Analysis: Optimization of parameters for diffusion MRI to enhance hippocampal subfield analysis and segmentation (Preliminary Data)
Yazar:: P. Nwaubani, ve diğerleri
Baskı/Yayın Bilgisi: (2022-06-01)

Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children
Yazar:: Sreevalsan S. Menon, ve diğerleri
Baskı/Yayın Bilgisi: (2021-11-01)

An Overview of Open Source Deep Learning-Based Libraries for Neuroscience
Yazar:: Louis Fabrice Tshimanga, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Yazar:: Parisa Moridian, ve diğerleri
Baskı/Yayın Bilgisi: (2022-10-01)

Paired Trial Classification: A Novel Deep Learning Technique for MVPA
Yazar:: Jacob M. Williams, ve diğerleri
Baskı/Yayın Bilgisi: (2020-04-01)

Wildfire Danger Prediction and Understanding With Deep Learning
Yazar:: Spyros Kondylatos, ve diğerleri
Baskı/Yayın Bilgisi: (2022-09-01)

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data
Yazar:: Taeho Jo, ve diğerleri
Baskı/Yayın Bilgisi: (2019-08-01)

Deep Learning Aided Neuroimaging and Brain Regulation
Yazar:: Mengze Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2023-05-01)

FastSurferVINN: Building resolution-independence into deep learning segmentation methods—A solution for HighRes brain MRI
Yazar:: Leonie Henschel, ve diğerleri
Baskı/Yayın Bilgisi: (2022-05-01)

Effective depression detection and interpretation: Integrating machine learning, deep learning, language models, and explainable AI
Yazar:: Gazi Hasan Al Masud, ve diğerleri
Baskı/Yayın Bilgisi: (2025-03-01)

Neuropedagogy and Neuroimaging of Artificial Intelligence and Deep Learning
Yazar:: Claudia De Barros Camargo , Antonio Hernández Fernández
Baskı/Yayın Bilgisi: (2024-10-01)

Early Diagnosis of Alzheimer’s Disease Using Cerebral Catheter Angiogram Neuroimaging: A Novel Model Based on Deep Learning Approaches
Yazar:: Maha Gharaibeh, ve diğerleri
Baskı/Yayın Bilgisi: (2021-12-01)

A Deep-Learning-Based Detection Approach for the Identification of Insect Species of Economic Importance
Yazar:: Michael Tannous, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Multiscale brain modeling: bridging microscopic and macroscopic brain dynamics for clinical and technological applications
Yazar:: Ondrej Krejcar, ve diğerleri
Baskı/Yayın Bilgisi: (2025-02-01)

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data
Yazar:: Laura Tomaz Da Silva, ve diğerleri
Baskı/Yayın Bilgisi: (2021-09-01)

Artificial Intelligence—What to Expect From Machine Learning and Deep Learning in Hernia Surgery
Yazar:: Robert Vogel, ve diğerleri
Baskı/Yayın Bilgisi: (2024-09-01)

Editorial: Explainable Artificial Intelligence (XAI) in Systems Neuroscience
Yazar:: Angela Lombardi, ve diğerleri
Baskı/Yayın Bilgisi: (2021-10-01)

Comprehensive Genomic Subtyping of Glioma Using Semi-Supervised Multi-Task Deep Learning on Multimodal MRI
Yazar:: Priyanka Tupe-Waghmare, ve diğerleri
Baskı/Yayın Bilgisi: (2021-01-01)

Deep learning can reduce acquisition time of T2-weighted image in brain imaging
Yazar:: Eman Hassan El-Saeed Abou-ELMagd, ve diğerleri
Baskı/Yayın Bilgisi: (2025-02-01)

Artificial intelligence role in advancement of human brain connectome studies
Yazar:: Dorsa Shekouh, ve diğerleri
Baskı/Yayın Bilgisi: (2024-09-01)

Wavelet Features for Recognition of First Episode of Schizophrenia from MRI Brain Images
Yazar:: P. Dluhos, ve diğerleri
Baskı/Yayın Bilgisi: (2014-04-01)